Authors: Wan Cheng, Zhou Xueting, You Qijing, Shen Jianxin, Yu Qiuli DOI: 10.3760/cma.j.cn115989-20200107-00011 Published 2021-09-10 Cite asChin J Exp Ophthalmol, 2021, 39(9): 785-790. Abstract [View PDF] [Read Full Text] Objective To evaluate the efficiency of ResNet50-OC model based on deep learning for multiple classification of […]
Tag: Convolutional neural network
Diabetic retinopathy fundus image generation based on generative adversarial networks
Authors:Wan Cheng, Zhou Peng, Wu Luhui, Wu Yiquan, Shen Jianxin, Ye Hui DOI: 10.3760/cma.j.issn.2095-0160.2019.08.005 Published 2019-08-10 Cite as Chin J Exp Ophthalmol, 2019,37(8): 613-618. DOI: 10.3760/cma.j.issn.2095-0160.2019.08.005 Abstract [View PDF] [Read Full Text] Objective To generate various types of diabetic retinopathy (DR) fundus images automatically by computer vision […]
Screening and grading of fundus images of diabetic retinopathy based on visual attention
Authors:Wan Jialong, Hu Jianbin, Jin Weidong, Tang Peng DOI: 10.3760/cma.j.issn.2095-0160.2019.08.008 Published 2019-08-10 Cite as Chin J Exp Ophthalmol, 2019,37(8): 630-637. Abstract [View PDF] [Read Full Text] Objective To construct an intelligent analysis system based on visual attention for diabetic retinopathy (DR) assistant diagnosis and to realize […]